{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "aa45ac0d-ee62-4687-9a87-2d8e3fc6b606",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "模拟员工总数（应为 1664）： 1664\n",
      "模拟订单条数： 3324\n",
      "\n",
      "根据假数据得到的汇总表：\n",
      "    部门   人数   占位\n",
      "0  人力部  130  702\n",
      "1  行政部  226  606\n",
      "2  财务部  238  594\n",
      "3  工程部  293  539\n",
      "4  采购部  326  506\n",
      "5  销售部  451  381\n",
      "\n",
      "✅ 校验通过：汇总结果与目标表完全一致！\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x700 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import random\n",
    "from datetime import datetime, timedelta\n",
    "\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "from matplotlib.patches import Wedge\n",
    "from faker import Faker\n",
    "\n",
    "# ===================== 1. 准备 Faker 与全局设置 =====================\n",
    "\n",
    "fake = Faker('zh_CN')\n",
    "random.seed(42)\n",
    "Faker.seed(42)\n",
    "\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']  # 没有中文字体可以注释\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "\n",
    "# ===================== 2. “部门-人数-占位”目标表 =====================\n",
    "\n",
    "dept_order = ['人力部', '行政部', '财务部', '工程部', '采购部', '销售部']\n",
    "\n",
    "target_summary = pd.DataFrame({\n",
    "    '部门': dept_order,\n",
    "    '人数': [130, 226, 238, 293, 326, 451],\n",
    "    '占位': [702, 606, 594, 539, 506, 381]\n",
    "})\n",
    "\n",
    "total_people = target_summary['人数'].sum()\n",
    "dept_to_storename = {d: d for d in dept_order}\n",
    "\n",
    "# ===================== 3. 先生成“员工-部门”维度，再造 ERP 订单数据 =====================\n",
    "\n",
    "user_rows = []\n",
    "for dept in dept_order:\n",
    "    # ✅ 修正：先取出单个值再转 int，避免 FutureWarning\n",
    "    n = int(target_summary.loc[target_summary['部门'] == dept, '人数'].iloc[0])\n",
    "    for i in range(n):\n",
    "        uid = f\"U{dept_order.index(dept)+1:02d}{i:04d}\"\n",
    "        user_rows.append({\n",
    "            'full_channel_user_id': uid,\n",
    "            'department': dept\n",
    "        })\n",
    "\n",
    "users_df = pd.DataFrame(user_rows)\n",
    "print(\"模拟员工总数（应为 1664）：\", len(users_df))\n",
    "\n",
    "erp_rows = []\n",
    "\n",
    "def random_refund_status():\n",
    "    return random.choice(['未申请退款', '成功退款', '退款关闭'])\n",
    "\n",
    "def random_status():\n",
    "    return random.choice(['已完成', '已发货', '待发货', '已取消'])\n",
    "\n",
    "start_dt = datetime(2022, 1, 1, 0, 0, 0)\n",
    "end_dt   = datetime(2022, 6, 30, 23, 59, 59)\n",
    "\n",
    "spu_list = ['SPU1001', 'SPU1002', 'SPU1003', 'SPU2001', 'SPU3001']\n",
    "platform_list = ['天猫', '淘宝', '京东', '抖音', '快手']\n",
    "province_list = ['上海', '北京', '广东', '江苏', '浙江', '四川']\n",
    "city_list_map = {\n",
    "    '上海': ['上海'],\n",
    "    '北京': ['北京'],\n",
    "    '广东': ['广州', '深圳', '佛山'],\n",
    "    '江苏': ['南京', '苏州', '无锡'],\n",
    "    '浙江': ['杭州', '宁波', '温州'],\n",
    "    '四川': ['成都', '绵阳']\n",
    "}\n",
    "\n",
    "order_id = 1\n",
    "for idx, user in users_df.iterrows():\n",
    "    dept = user['department']\n",
    "    fc_uid = user['full_channel_user_id']\n",
    "    # 每人 1~3 条订单\n",
    "    for _ in range(random.randint(1, 3)):\n",
    "        order_time = fake.date_time_between_dates(start_dt, end_dt)\n",
    "        payment_date = order_time + timedelta(minutes=random.randint(5, 60*24))\n",
    "        shipping_date = payment_date + timedelta(days=random.randint(0, 7))\n",
    "\n",
    "        quantity = random.randint(1, 5)\n",
    "        unit_price = round(random.uniform(80, 800), 2)\n",
    "        product_amount = round(quantity * unit_price, 2)\n",
    "\n",
    "        original_price = round(unit_price + random.uniform(10, 100), 2)\n",
    "        payable_amount = round(product_amount + random.uniform(-20, 20), 2)\n",
    "        paid_amount = payable_amount\n",
    "\n",
    "        spu = random.choice(spu_list)\n",
    "        sku = spu + \"-\" + str(random.randint(100, 999))\n",
    "\n",
    "        province = random.choice(province_list)\n",
    "        city = random.choice(city_list_map[province])\n",
    "        platform = random.choice(platform_list)\n",
    "\n",
    "        erp_rows.append({\n",
    "            'id': order_id,\n",
    "            'internal_order_number': f\"IN{fake.ean13()}\",\n",
    "            'online_order_number': f\"ON{fake.ean13()}\",\n",
    "            'store_name': dept_to_storename[dept],\n",
    "            'full_channel_user_id': fc_uid,\n",
    "            'shipping_date': shipping_date,\n",
    "            'payment_date': payment_date,\n",
    "            'payable_amount': payable_amount,\n",
    "            'paid_amount': paid_amount,\n",
    "            'status': random_status(),\n",
    "            'consignee': fake.name(),\n",
    "            'spu': spu,\n",
    "            'order_time': order_time,\n",
    "            'province': province,\n",
    "            'city': city,\n",
    "            'platform': platform,\n",
    "            'sub_order_number': f\"SUB{fake.ean13()}\",\n",
    "            'online_sub_order_number': f\"OSUB{fake.ean13()}\",\n",
    "            'original_online_order_number': f\"OON{fake.ean13()}\",\n",
    "            'sku': sku,\n",
    "            'quantity': quantity,\n",
    "            'unit_price': unit_price,\n",
    "            'product_name': fake.word() + \"商品\",\n",
    "            'color_and_spec': random.choice(['红色 M', '黑色 L', '白色 S', '蓝色 XL']),\n",
    "            'product_amount': product_amount,\n",
    "            'original_price': original_price,\n",
    "            'is_gift': random.choice(['是', '否']),\n",
    "            'sub_order_status': random_status(),\n",
    "            'refund_status': random_refund_status(),\n",
    "            'registered_quantity': quantity,\n",
    "            'actual_refund_quantity': 0\n",
    "        })\n",
    "        order_id += 1\n",
    "\n",
    "df_erp = pd.DataFrame(erp_rows)\n",
    "print(\"模拟订单条数：\", len(df_erp))\n",
    "\n",
    "# ===================== 4. 汇总成“部门人数+占位”表，并校验 =====================\n",
    "\n",
    "summary = (df_erp\n",
    "           .groupby('store_name')['full_channel_user_id']\n",
    "           .nunique()\n",
    "           .reset_index(name='人数'))\n",
    "\n",
    "summary.rename(columns={'store_name': '部门'}, inplace=True)\n",
    "\n",
    "placeholder_map = {\n",
    "    '人力部': 702,\n",
    "    '行政部': 606,\n",
    "    '财务部': 594,\n",
    "    '工程部': 539,\n",
    "    '采购部': 506,\n",
    "    '销售部': 381\n",
    "}\n",
    "summary['占位'] = summary['部门'].map(placeholder_map)\n",
    "summary = summary.set_index('部门').loc[dept_order].reset_index()\n",
    "\n",
    "print(\"\\n根据假数据得到的汇总表：\")\n",
    "print(summary)\n",
    "\n",
    "pd.testing.assert_frame_equal(\n",
    "    summary.reset_index(drop=True),\n",
    "    target_summary.reset_index(drop=True)\n",
    ")\n",
    "print(\"\\n✅ 校验通过：汇总结果与目标表完全一致！\")\n",
    "# ===================== 5. 画出“多层半环形部门人数图”（布局再次微调版） =====================\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(10, 7), facecolor='#060c2b')\n",
    "ax.set_facecolor('#060c2b')\n",
    "ax.axis('off')\n",
    "\n",
    "# 颜色（外→内）\n",
    "colors = ['#ff5a7a', '#ffd15c', '#1ed3c6', '#1fa0ff', '#2354ff', '#a854ff']\n",
    "\n",
    "# 按人数从大到小，外圈是销售部\n",
    "summary_plot = summary.sort_values('人数', ascending=False).reset_index(drop=True)\n",
    "max_people = summary_plot['人数'].max()\n",
    "\n",
    "# ------- 关键位置参数：更贴近 Excel -------\n",
    "\n",
    "# 圆心：更往右一点、再往下挪一点，让圆环整体落在标题下方、靠中下部\n",
    "center_x, center_y = 1.9, -1.0\n",
    "\n",
    "# 半径：略微缩小，以增加和四周的留白\n",
    "base_radius = 3.6      # 最外圈半径\n",
    "band_width  = 0.35     # 每条环宽度\n",
    "radius_step = 0.42     # 相邻环之间的间距\n",
    "\n",
    "# 角度范围：右上到左下，形成“∩”形\n",
    "start_angle = 215\n",
    "max_span    = 260\n",
    "\n",
    "for i, row in summary_plot.iterrows():\n",
    "    dept = row['部门']\n",
    "    ppl  = row['人数']\n",
    "\n",
    "    inner_radius = base_radius - i * radius_step\n",
    "    outer_radius = inner_radius + band_width\n",
    "\n",
    "    span   = max_span * ppl / max_people\n",
    "    theta1 = start_angle\n",
    "    theta2 = start_angle + span\n",
    "\n",
    "    wedge = Wedge(\n",
    "        center=(center_x, center_y),\n",
    "        r=outer_radius,\n",
    "        theta1=theta1,\n",
    "        theta2=theta2,\n",
    "        width=band_width,\n",
    "        facecolor=colors[i],\n",
    "        edgecolor='none'\n",
    "    )\n",
    "    ax.add_patch(wedge)\n",
    "\n",
    "# 坐标范围：让圆环完整出现在画布中，顶部不碰标题，底部有留白\n",
    "ax.set_xlim(-4.0, 6.0)\n",
    "ax.set_ylim(-5.8, 3.6)\n",
    "ax.set_aspect('equal')\n",
    "\n",
    "# ===================== 部门文本标签 =====================\n",
    "\n",
    "# 顺序与圆环外→内一致：销售部→采购部→工程部→财务部→行政部→人力部\n",
    "label_df = summary_plot.copy()\n",
    "\n",
    "# 让标签更靠近圆弧左侧，并整体略微下移\n",
    "label_x       = center_x - base_radius * 0.55   # 往右靠近圆弧\n",
    "label_y_start = center_y + 1.4                  # 顶部第一个部门\n",
    "label_y_step  = 0.48\n",
    "\n",
    "for idx, row in label_df.iterrows():\n",
    "    dept = row['部门']\n",
    "    ppl  = row['人数']\n",
    "    ax.text(\n",
    "        label_x,\n",
    "        label_y_start - idx * label_y_step,\n",
    "        f\"{dept} {ppl}\",\n",
    "        fontsize=12,\n",
    "        color='white',\n",
    "        ha='left',\n",
    "        va='center'\n",
    "    )\n",
    "\n",
    "# ===================== 标题 & 副标题 & 脚注 =====================\n",
    "\n",
    "# 主标题：稍微向上靠左\n",
    "fig.text(0.055, 0.92, \"2022年上半年各部门人数\",\n",
    "         fontsize=30, color='white', weight='bold')\n",
    "\n",
    "# 副标题：与主标题稍拉开一点行距\n",
    "fig.text(0.055, 0.86,\n",
    "         \"公司总人数1664， 销售部人数最多451，占比27%\",\n",
    "         fontsize=18, color='white')\n",
    "\n",
    "# 底部脚注：靠左下，和圆环保持明显距离\n",
    "fig.text(0.06, 0.06,\n",
    "         \"注：数据来源于公司人力资源系统，统计日期截至2022.06.30\",\n",
    "         fontsize=11, color='white')\n",
    "\n",
    "# 不用 tight_layout，自调边距\n",
    "fig.subplots_adjust(left=0.02, right=0.98, top=0.94, bottom=0.05)\n",
    "\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b6ee995c-486d-4709-bee7-6cccf217835d",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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